Data Science Projects with Python

Data Science Projects with Python

A case study approach to gaining valuable insights from real data with machine learning, 2nd Edition

Klosterman, Stephen

Packt Publishing Limited

07/2021

432

Mole

Inglês

9781800564480

15 a 20 dias

Descrição não disponível.
Table of Contents

Data Exploration and Cleaning
Introduction to Scikit-Learn and Model Evaluation
Details of Logistic Regression and Feature Exploration
The Bias-Variance Trade-off
Decision Trees and Random Forests
Gradient Boosting, XGBoost, and SHAP (SHapley Additive exPlanations) Values
Test Set Analysis, Financial Insights, and Delivery to the Client
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Data Science;Python